N-gram pattern recognition using multivariate-Bernoulli model with smoothing methods for text classification

Abstract

In this paper, we mainly study on n-gram models on text classification domain. In order to measure impact of n-gram models on the classification performance, we carry out Naïve Bayes classifier with various smoothing methods. Naïve Bayes classifier has generally used two main event models for text classification which are Bernoulli and multinomial models… (More)
DOI: 10.1109/SIU.2016.7495811

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